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import cv2
import unittest
from dyda_utils import tools
from dyda_utils import tinycv
from dyda_utils import lab_tools
from dyda_utils import dict_comparator
from dyda.components.determinator import DeterminatorSizeThreshold
input_data = {
"folder": None,
"filename": None,
"size": {
"width": 100,
"height": 50
},
"annotations": [
{"top": 0, "bottom": 5, "left": 0, "right": 15, "id": 0},
{"top": 20, "bottom": 30, "left": 0, "right": 20, "id": 1},
{"top": 30, "bottom": 50, "left": 20, "right": 50, "id": 2}
]
}
output_data = {
"folder": None,
"filename": None,
"size": {
"width": 100,
"height": 50
},
"annotations": [
{"top": 20, "bottom": 30, "left": 0, "right": 20, "id": 0},
{"top": 30, "bottom": 50, "left": 20, "right": 50, "id": 1}
]
}
dyda_config_digit = {
"DeterminatorSizeThreshold": {"threshold": 0.1}}
dyda_config_pixel = {
"DeterminatorSizeThreshold": {"threshold": 10}}
class TestDeterminatorSizeThreshold_dict_thres_digit(unittest.TestCase):
""" Test case of inputting a dictionary with treshold less than one. """
def test_main_process(self):
""" Main process of unit test. """
# initialization
comp = DeterminatorSizeThreshold(
dyda_config_path=dyda_config_digit)
# run component
comp.reset()
comp.input_data = input_data
comp.run()
# compare output_data with reference
ref_data = output_data
tar_data = comp.results
report = dict_comparator.get_diff(ref_data, tar_data)
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
class TestDeterminatorSizeThreshold_dict_thres_pixel(unittest.TestCase):
""" Test case of inputting a dictionary with threshold greater than one. """
def test_main_process(self):
""" Main process of unit test. """
# initialization
comp = DeterminatorSizeThreshold(
dyda_config_path=dyda_config_pixel)
# run component
comp.reset()
comp.input_data = input_data
comp.run()
# compare output_data with reference
ref_data = output_data
tar_data = comp.results
report = dict_comparator.get_diff(ref_data, tar_data)
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
class TestDeterminatorSizeThreshold_list_thres_digit(unittest.TestCase):
""" Test case of inputting a list of dictionaries with threshold less than one. """
def test_main_process(self):
""" Main process of unit test. """
# initialization
comp = DeterminatorSizeThreshold(
dyda_config_path=dyda_config_digit)
# run component
comp.reset()
comp.input_data = [input_data]
comp.run()
# compare output_data with reference
ref_data = [output_data]
tar_data = comp.results
report = dict_comparator.get_diff(ref_data, tar_data)
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
class TestDeterminatorSizeThreshold_list_thres_pixel(unittest.TestCase):
""" Test case of inputting a list of dictionaries with threshold greater than one. """
def test_main_process(self):
""" Main process of unit test. """
# initialization
comp = DeterminatorSizeThreshold(
dyda_config_path=dyda_config_pixel)
# run component
comp.reset()
comp.input_data = [input_data]
comp.run()
# compare output_data with reference
ref_data = [output_data]
tar_data = comp.results
report = dict_comparator.get_diff(ref_data, tar_data)
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
if __name__ == '__main__':
unittest.main()
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